This file presents the full daily reallocation of sleep stages and affect results using the Bayesian compositional multilevel substitution analysis for the manuscript: Daily, Prospective Associations between Sleep Architecture and Affect: Insights from Bayesian Multilevel Compositional Data Analysis.

1 Statistics for 30-minute reallocations

Notes. All estimates are relative to the mean sleep architecture composition. TWT = total wake time in bed, Light = light sleep, SWS = slow wave sleep, REM = rapid eye movement sleep. * indicates 95% credible intervals not containing 0. Models adjusted for age, sex, race/ethnicity, subjective social status, body mass index, weekdays/weekend, circadian misalignment, and previous-night pre-sleep affect.

Estimated difference in high arousal positive affect for reallocation of 30 minutes between sleep stages.

Estimate [95% CI]	Minute	From	To	Level	Sig
-0.48 [-0.89, -0.07]	30	Slow Wave Sleep	Light Sleep	between	Yes
0.10 [-0.31, 0.50]	30	REM Sleep	Light Sleep	between
-0.06 [-0.44, 0.34]	30	Total Wake Time	Light Sleep	between
0.38 [ 0.04, 0.72]	30	Light Sleep	Slow Wave Sleep	between	Yes
0.46 [ 0.02, 0.91]	30	REM Sleep	Slow Wave Sleep	between	Yes
0.31 [-0.14, 0.76]	30	Total Wake Time	Slow Wave Sleep	between
-0.04 [-0.39, 0.31]	30	Light Sleep	REM Sleep	between
-0.53 [-1.00, -0.07]	30	Slow Wave Sleep	REM Sleep	between	Yes
-0.11 [-0.43, 0.21]	30	Total Wake Time	REM Sleep	between
0.08 [-0.24, 0.39]	30	Light Sleep	Total Wake Time	between
-0.42 [-0.87, 0.03]	30	Slow Wave Sleep	Total Wake Time	between
0.16 [-0.14, 0.47]	30	REM Sleep	Total Wake Time	between
0.00 [-0.08, 0.08]	30	Slow Wave Sleep	Light Sleep	within
-0.05 [-0.14, 0.05]	30	REM Sleep	Light Sleep	within
0.00 [-0.11, 0.10]	30	Total Wake Time	Light Sleep	within
0.00 [-0.06, 0.07]	30	Light Sleep	Slow Wave Sleep	within
-0.05 [-0.14, 0.05]	30	REM Sleep	Slow Wave Sleep	within
0.00 [-0.09, 0.09]	30	Total Wake Time	Slow Wave Sleep	within
0.04 [-0.04, 0.12]	30	Light Sleep	REM Sleep	within
0.04 [-0.05, 0.13]	30	Slow Wave Sleep	REM Sleep	within
0.03 [-0.07, 0.13]	30	Total Wake Time	REM Sleep	within
0.01 [-0.08, 0.09]	30	Light Sleep	Total Wake Time	within
0.01 [-0.07, 0.08]	30	Slow Wave Sleep	Total Wake Time	within
-0.04 [-0.13, 0.05]	30	REM Sleep	Total Wake Time	within

Estimated difference in low arousal positive affect for reallocation of 30 minutes between sleep stages.

Estimate [95% CI]	Minute	From	To	Level	Sig
-0.48 [-0.89, -0.07]	30	Slow Wave Sleep	Light Sleep	between	Yes
0.10 [-0.31, 0.50]	30	REM Sleep	Light Sleep	between
-0.06 [-0.44, 0.34]	30	Total Wake Time	Light Sleep	between
0.38 [ 0.04, 0.72]	30	Light Sleep	Slow Wave Sleep	between	Yes
0.46 [ 0.02, 0.91]	30	REM Sleep	Slow Wave Sleep	between	Yes
0.31 [-0.14, 0.76]	30	Total Wake Time	Slow Wave Sleep	between
-0.04 [-0.39, 0.31]	30	Light Sleep	REM Sleep	between
-0.53 [-1.00, -0.07]	30	Slow Wave Sleep	REM Sleep	between	Yes
-0.11 [-0.43, 0.21]	30	Total Wake Time	REM Sleep	between
0.08 [-0.24, 0.39]	30	Light Sleep	Total Wake Time	between
-0.42 [-0.87, 0.03]	30	Slow Wave Sleep	Total Wake Time	between
0.16 [-0.14, 0.47]	30	REM Sleep	Total Wake Time	between
0.00 [-0.08, 0.08]	30	Slow Wave Sleep	Light Sleep	within
-0.05 [-0.14, 0.05]	30	REM Sleep	Light Sleep	within
0.00 [-0.11, 0.10]	30	Total Wake Time	Light Sleep	within
0.00 [-0.06, 0.07]	30	Light Sleep	Slow Wave Sleep	within
-0.05 [-0.14, 0.05]	30	REM Sleep	Slow Wave Sleep	within
0.00 [-0.09, 0.09]	30	Total Wake Time	Slow Wave Sleep	within
0.04 [-0.04, 0.12]	30	Light Sleep	REM Sleep	within
0.04 [-0.05, 0.13]	30	Slow Wave Sleep	REM Sleep	within
0.03 [-0.07, 0.13]	30	Total Wake Time	REM Sleep	within
0.01 [-0.08, 0.09]	30	Light Sleep	Total Wake Time	within
0.01 [-0.07, 0.08]	30	Slow Wave Sleep	Total Wake Time	within
-0.04 [-0.13, 0.05]	30	REM Sleep	Total Wake Time	within

Estimated difference in high arousal negative affect for reallocation of 30 minutes between sleep stages.

Estimate [95% CI]	Minute	From	To	Level	Sig
0.21 [ 0.00, 0.42]	30	Slow Wave Sleep	Light Sleep	between
-0.04 [-0.24, 0.17]	30	REM Sleep	Light Sleep	between
-0.10 [-0.29, 0.09]	30	Total Wake Time	Light Sleep	between
-0.16 [-0.33, 0.02]	30	Light Sleep	Slow Wave Sleep	between
-0.19 [-0.42, 0.04]	30	REM Sleep	Slow Wave Sleep	between
-0.26 [-0.49, -0.03]	30	Total Wake Time	Slow Wave Sleep	between	Yes
0.02 [-0.16, 0.20]	30	Light Sleep	REM Sleep	between
0.23 [-0.01, 0.48]	30	Slow Wave Sleep	REM Sleep	between
-0.08 [-0.24, 0.09]	30	Total Wake Time	REM Sleep	between
0.05 [-0.10, 0.21]	30	Light Sleep	Total Wake Time	between
0.27 [ 0.04, 0.50]	30	Slow Wave Sleep	Total Wake Time	between	Yes
0.02 [-0.14, 0.18]	30	REM Sleep	Total Wake Time	between
-0.01 [-0.05, 0.03]	30	Slow Wave Sleep	Light Sleep	within
0.05 [ 0.00, 0.10]	30	REM Sleep	Light Sleep	within
-0.01 [-0.06, 0.04]	30	Total Wake Time	Light Sleep	within
0.01 [-0.03, 0.04]	30	Light Sleep	Slow Wave Sleep	within
0.06 [ 0.00, 0.11]	30	REM Sleep	Slow Wave Sleep	within
-0.01 [-0.05, 0.04]	30	Total Wake Time	Slow Wave Sleep	within
-0.04 [-0.08, 0.00]	30	Light Sleep	REM Sleep	within
-0.05 [-0.10, 0.00]	30	Slow Wave Sleep	REM Sleep	within
-0.05 [-0.10, 0.00]	30	Total Wake Time	REM Sleep	within
0.00 [-0.03, 0.04]	30	Light Sleep	Total Wake Time	within
-0.01 [-0.05, 0.03]	30	Slow Wave Sleep	Total Wake Time	within
0.05 [ 0.01, 0.10]	30	REM Sleep	Total Wake Time	within	Yes

Estimated difference in low arousal negative affect for reallocation of 30 minutes between sleep stages.

Estimate [95% CI]	Minute	From	To	Level	Sig
0.09 [-0.14, 0.32]	30	Slow Wave Sleep	Light Sleep	between
-0.18 [-0.40, 0.04]	30	REM Sleep	Light Sleep	between
-0.18 [-0.40, 0.04]	30	Total Wake Time	Light Sleep	between
-0.05 [-0.23, 0.14]	30	Light Sleep	Slow Wave Sleep	between
-0.23 [-0.48, 0.02]	30	REM Sleep	Slow Wave Sleep	between
-0.23 [-0.49, 0.03]	30	Total Wake Time	Slow Wave Sleep	between
0.15 [-0.04, 0.34]	30	Light Sleep	REM Sleep	between
0.24 [-0.03, 0.50]	30	Slow Wave Sleep	REM Sleep	between
-0.04 [-0.22, 0.15]	30	Total Wake Time	REM Sleep	between
0.13 [-0.04, 0.30]	30	Light Sleep	Total Wake Time	between
0.22 [-0.03, 0.48]	30	Slow Wave Sleep	Total Wake Time	between
-0.05 [-0.23, 0.12]	30	REM Sleep	Total Wake Time	between
0.03 [-0.01, 0.07]	30	Slow Wave Sleep	Light Sleep	within
0.02 [-0.03, 0.07]	30	REM Sleep	Light Sleep	within
-0.06 [-0.11, 0.00]	30	Total Wake Time	Light Sleep	within
-0.02 [-0.06, 0.01]	30	Light Sleep	Slow Wave Sleep	within
0.00 [-0.06, 0.05]	30	REM Sleep	Slow Wave Sleep	within
-0.08 [-0.13, -0.03]	30	Total Wake Time	Slow Wave Sleep	within	Yes
-0.01 [-0.06, 0.03]	30	Light Sleep	REM Sleep	within
0.02 [-0.03, 0.07]	30	Slow Wave Sleep	REM Sleep	within
-0.07 [-0.12, -0.02]	30	Total Wake Time	REM Sleep	within	Yes
0.03 [-0.01, 0.08]	30	Light Sleep	Total Wake Time	within
0.06 [ 0.02, 0.11]	30	Slow Wave Sleep	Total Wake Time	within	Yes
0.05 [ 0.00, 0.10]	30	REM Sleep	Total Wake Time	within

Supplementary materials: Daily, prospective associations between sleep architecture and affect: insights from Bayesian multilevel compositional data analysis

Flora Le (flora.le@monash.edu)

1 Statistics for 30-minute reallocations

2 Figures for reallocations from 1 to 60 minutes

2.1 Between person

2.2 Within person